Duration 4 Days 24 CPD hours This course is intended for Senior Linux system administrators responsible for maximizing resource utilization through performance tuning. Overview Analyze and tune for resource-specific scenarios Applying tuning profiles with the tuned tool Tune in virtual environments (hosts and guests) Trace and profile system events and activities Tune resource limits and utilization using systemd-integrated cgroups Gather performance metrics and benchmarking data Red Hat© Enterprise Performance Tuning is designed to teach senior Linux© system administrators the methodology of performance tuning for Red Hat Enterprise Linux. This course discusses system architecture with an emphasis on understanding the implications of system architecture on system performance, methods for testing the effects of performance adjustments, open source benchmarking utilities, methods for analyzing system and networking performance, and tuning configurations for specific application loads. Prerequisites Become a Red Hat Certified Engineer (RHCE©), or demonstrate equivalent experience 1 - Introduction to performance tuning Understand the basic principles of performance tuning and analysis. 2 - Collecting, graphing, and interpreting data Gain proficiency in using basic analysis tools and in evaluating data. 3 - General tuning Learn basic tuning theory and mechanisms used to tune the system. 4 - Hardware profiling Understand and analyze hardware. 5 - Software profiling Analyze CPU and memory performance of applications. 6 - Mail server tuning Learn about basic storage tuning using an email server as an example. 7 - Large memory workload tuning Understand memory management and tuning. 8 - HPC workload tuning HPC workload tuning 9 - File server tuning Understand storage and network tuning in the context of a file server application. 10 - Database server tuning Tune memory and network performance using a database application as an example. 11 - Power usage tuning Tune systems with power consumption in mind. 12 - Virtualization tuning Tune ?host? and ?guest? for efficient virtualization.
Duration 2 Days 12 CPD hours This course is intended for Data Protection Officers IT Managers and Administrators Records Managers System Developers IT Security specialist Anyone who builds and develops IT systems Overview Critical data protection concepts and practices that impact IT Consumer data protection expectations and responsibility How to bake privacy into early stages of IT products and services for cost control, accuracy and speed-to-market How to establish data protection practices for data collection and transfer How to preempt data protection issues in the Internet of Things How to factor data protection into data classification and emerging tech such as cloud computing, facial recognition and surveillance How to communicate data protection issues with partners such as management, development, marketing and legal The Principles of Privacy in Technology training is the how to course on privacy and data protection practices in the development, engineering, deployment and auditing of IT products and services. Those taking the course will develop an understanding of privacy-related issues and practices in the context of the design and implementation of information and communication technologies and systems. The training is based on the body of knowledge for the IAPP?s ANSI accredited Certified Information Privacy Technologist (CIPT) certification program. Fundamentals of information privacy Reviewing the modern history of privacy Foundational privacy concepts Data protection roles and fair information practices Exploring the impacts of privacy and data protection regulations on information management Privacy in the IT environment Compliance requirements IT risks Stakeholder privacy expectations Differentiating between privacy and security Core privacy concepts Foundational elements for embedding privacy in IT Common privacy principles Data protection by design and default Privacy considerations in the information life cycle Privacy considerations throughout the stages of the information life cycle Privacy in systems and applications Examining the risks inherent in the IT environment and options for addressing them Identity and access management Credit card information and processing Remote access BYOD and telecommuting Data encryption Additional privacy-enhancing technologies in the enterprise environment Privacy techniques Strengths and weaknesses of authentication techniques Using identifiers Privacy by design Online privacy issues Unique challenges that come from online privacy issues Laws and regulations Online threats Social media E-commerce Tracking technologies Web security protocols Technologies with privacy considerations Privacy considerations associated with a variety of technologies Cloud computing Wireless IDs Location-based services ?Smart? technologies Video/data/audio surveillance Biometric recognition
Duration 1.5 Days 9 CPD hours This course is intended for This course is intended for individuals who want to gain basic knowledge communicating, etiquette, professionalism and time management for the office environment. Overview Upon successful completion of this course, students will be able to communicate, be professional and manage their time effectively in a business environment. In this course, students will learn how to communicate, act and manage time effective in a business environment. Getting Started Icebreaker Housekeeping Items The Parking Lot Workshop Objectives The Big Picture What is Communication? How Do We Communicate? Other Factors in Communication Understanding Communication Barriers An Overview of Common Barriers Language Barriers Cultural Barriers Differences in Time and Place Paraverbal Communication Skills The Power of Pitch The Truth about Tone The Strength of Speed Non-Verbal Communication Understanding the Mehrabian Study All About Body Language Interpreting Gestures Speaking like a Star S = Situation T = Task A = Action R = Result Summary Listening Skills Seven Ways to Listen Better Today Understanding Active Listening Sending Good Signals to Others Asking Good Questions Open Questions Closed Questions Probing Questions Appreciative Inquiry The Purpose of AI The Four Stages Examples and Case Studies Mastering the Art of Conversation Level One: Discussing General Topics Level Two: Sharing Ideas and Perspectives Level Three: Sharing Personal Experiences Our Top Networking Tips Advanced Communication Skills Understanding Precipitating Factors Establishing Common Ground Using ?I? Messages Wrapping Up Words from the Wise Review of Parking Lot Lessons Learned Completion of Action Plans and Evaluations Principles of Professional Behavior Always be Your Best Meeting and Greeting Sending Social Invitations to Business Associates Interview Etiquette Interviewing Before the Interview In the Waiting Room During the Interview After the Interview Job Fair Interviews Planning & Attending Business Meetings Office Meetings Meal Meetings Electronic Etiquette Voicemail Cell Phones Email Multiculture Etiquette Defining the Challenge Five Steps to Dealing with Diversity Guidelines for Managing Diverse Relationships Time Management Concepts Benefits of better time utilization Who controls your schedule? Your Job: What You Are Responsible for Accomplishing? Your job responsibilities Setting objectives Setting priorities How to Use Your Time Gathering data-the time log Analyzing the data Delegation: Working Through Others Why some people don't delegate Levels of delegation How to delegate Benefits of delegation Getting started Planning: Keys to Achievement Planning: Keys to Achievement Coping with Common Time Wasters Coping with self-generated time wasters Coping with environmental time wasters Personal Needs that Get in the Way of Effective Time Utilization Needs profile analysis Self-assessment questionnaire Applying needs assessment results Planning for Improvement Six tips for effective time management Planning for improved time utilization Follow-Up: Staying on Track Time savings progress report Time savings progress chart Time management progress survey Additional course details: Nexus Humans Business Soft Skills training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Business Soft Skills course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced attendees who wish to learn and use basic machine learning algorithms and concepts. Students should have skills at least equivalent to the Python for Data Science courses we offer. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to Understand the main concepts and principles of predictive analytics Use the Python data analytics ecosystem to implement end-to-end predictive analytics projects Explore advanced predictive modeling algorithms w with an emphasis on theory with intuitive explanations Learn to deploy a predictive model's results as an interactive application Learn about the stages involved in producing complete predictive analytics solutions Understand how to define a problem, propose a solution, and prepare a dataset Use visualizations to explore relationships and gain insights into the dataset Learn to build regression and classification models using scikit-learn Use Keras to build powerful neural network models that produce accurate predictions Learn to serve a model's predictions as a web application Predictive analytics is an applied field that employs a variety of quantitative methods using data to make predictions. It involves much more than just throwing data onto a computer to build a model. This course provides practical coverage to help you understand the most important concepts of predictive analytics. Using practical, step-by-step examples, we build predictive analytics solutions while using cutting-edge Python tools and packages. Hands-on Predictive Analytics with Python is a three-day, hands-on course that guides students through a step-by-step approach to defining problems and identifying relevant data. Students will learn how to perform data preparation, explore and visualize relationships, as well as build models, tune, evaluate, and deploy models. Each stage has relevant practical examples and efficient Python code. You will work with models such as KNN, Random Forests, and neural networks using the most important libraries in Python's data science stack: NumPy, Pandas, Matplotlib, Seabor, Keras, Dash, and so on. In addition to hands-on code examples, you will find intuitive explanations of the inner workings of the main techniques and algorithms used in predictive analytics. The Predictive Analytics Process Technical requirements What is predictive analytics? Reviewing important concepts of predictive analytics The predictive analytics process A quick tour of Python's data science stack Problem Understanding and Data Preparation Technical requirements Understanding the business problem and proposing a solution Practical project ? diamond prices Practical project ? credit card default Dataset Understanding ? Exploratory Data Analysis Technical requirements What is EDA? Univariate EDA Bivariate EDA Introduction to graphical multivariate EDA Predicting Numerical Values with Machine Learning Technical requirements Introduction to ML Practical considerations before modeling MLR Lasso regression KNN Training versus testing error Predicting Categories with Machine Learning Technical requirements Classification tasks Credit card default dataset Logistic regression Classification trees Random forests Training versus testing error Multiclass classification Naive Bayes classifiers Introducing Neural Nets for Predictive Analytics Technical requirements Introducing neural network models Introducing TensorFlow and Keras Regressing with neural networks Classification with neural networks The dark art of training neural networks Model Evaluation Technical requirements Evaluation of regression models Evaluation for classification models The k-fold cross-validation Model Tuning and Improving Performance Technical requirements Hyperparameter tuning Improving performance Implementing a Model with Dash Technical requirements Model communication and/or deployment phase Introducing Dash Implementing a predictive model as a web application Additional course details: Nexus Humans Hands-on Predicitive Analytics with Python (TTPS4879) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Hands-on Predicitive Analytics with Python (TTPS4879) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
Getting Started The MSc Project Management programme is designed to show people from any discipline or degree how to manage projects. This program aims to identify, develop and perform essential skills and techniques needed for expertise in Project Management. The programme focuses on enhancing graduate and practicing engineers' knowledge and skills in relevant management skills, principles, and procedures. This course equips students with the skills and knowledge necessary to contribute to project management research significantly. The programme comprises two phases; the first is the Qualifi Level 7 Diploma in Business Strategy, awarded by Qualifi and delivered by the School of Business and Technology London. The second phase is the MSc Project Management Top-Up, awarded and delivered 100% online by Anglia Ruskin University. At Anglia Ruskin University, you will study through Canvas, a world-class online Learning Management System (LMS), accessed from your phone, pc or tablet at home or on the move. Canvas provides instant access to study materials, forums, and support from tutors and classmates, as well as enabling easy submission of your assignments. After successfully completing your studies, you'll be invited to attend a graduation ceremony on campus at Anglia Ruskin University. If attending the ceremony in person is not possible, we'll arrange to send your certificate to you. School of Business and Technology London partners with Chestnut Education Group to promote this programme. About Awarding Body Anglia Ruskin University began in 1858 as the Cambridge School of Art founded by William Beaumont. It was then merged with the Cambridge shire College of Arts and Technology and the Essex Institute of Higher Education and was renamed Anglia Polytechnic. It was then given university status in 1992 and renamed Anglia Ruskin University in 2005. The university has campuses in the UK (Cambridge, Chelmsford, London and Peterborough), as well as they are partnered with institutions around the world including Berlin, Budapest, Trinidad, Singapore and Kuala Lumpur. Assessment Assignments and Project No examinations Entry Requirements A bachelor's degree Applicant without a bachelor's degree but holding significant managerial experience will be considered for entry on a case-by-case basis. Further, candidates are also required to demonstrate their English language proficiency. Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. Structure Phase 1 - Qualifi Level 7 Diploma in Business Strategy Programme Structure Mandatory Units Unit 703: Strategic Marketing Unit code: M/506/9074 TQT :150 Credit :15 This unit will explore the fundamental models, techniques, and theories that form the marketing foundation and can contribute to achieving strategic objectives. Additionally, it will impart learners with a critical comprehension of the marketing function within intricate organizations. Unit 704: Finance for Managers Unit code: D/506/9071 TQT :150 Credit :15 The focus of this unit is to assist learners in comprehending and effectively utilizing financial information and data. This unit holds significance for learners as it underpins informed decision-making. Unit 705: Strategic Direction Unit code: D/506/9068 TQT :150 Credit :15 This unit will delve into an organization's strategic aims and objectives, emphasizing their importance in establishing direction and gauging success and progress. Furthermore, the unit will examine how various strategic options may prompt the organization to alter its course. Unit 706: Strategic Planning Unit code: Y/506/9070 TQT :150 Credit :15 This unit focuses on the importance of the strategic planning process in crafting suitable strategies and creating a plan that garners support from stakeholders and other organizational leaders. Additionally, the unit addresses the critical evaluation of the program and its subsequent success. Unit 707: Creative and Innovative Management Unit code: H/618/0795 TQT :150 Credit :15 This unit equips the learner with the knowledge to acknowledge the significance of creative and innovative management concepts for organizations, as well as the skills to put this understanding into practice effectively. Unit 708: Managing Corporate Responsibility in the Wider Business Environment Unit code: K/618/0796 TQT :100 Credit :10 This unit offers the learner insight into how legislation and global integration impact the decisions, policies, processes, and activities carried out by organizations. Specialism Units GENERAL MANAGEMENT SPECIALISM Unit 701: Research Method Unit code: Y/506/9133 TQT :200 Credit :20 The objective of this unit is to enhance the learner's knowledge and comprehension of academic practices and research methodologies. It employs a problem-based learning approach to cultivate practical proficiency in areas relevant to educational practice and research within business and management. Unit 702: Development as a Strategic Manager Unit code: J/506/9064 TQT :150 Credit :15 This unit seeks to foster organizational and self-awareness in learners. It establishes the groundwork for a self-critical and reflective approach to personal development, which is crucial for learners operating at a strategic level. Additionally, it considers broader organizational and environmental factors, recognizing their role as contributors to the overall strategic success of both the individual and the organization. HUMAN RESOURCES MANAGEMENT SPECIALISM Unit 709: Contemporary Human Resource Management Unit code: Y/615/3304 TQT :100 Credit :10 The objective of this unit is to empower learners with the capacity to comprehend and assess the influence of internal and external environmental factors on organizational strategy and people management. Additionally, it aims to enable the learner to analyze various organizational contexts and devise strategies to address these ecological forces while recognizing the role of HR professionals in contributing to this process. Unit 710: Resourcing, Talent Management and Development Unit code: K/615/3307 TQT :150 Credit :15 This unit aims to cultivate proficiency in comprehending and analyzing employment markets and demographic trends to devise and execute effective, ethical, and fitting strategies for resourcing, retention, talent management, and development. Additionally, it will explore the potential and constraints of learning and talent development policies and procedures in shaping and attaining objectives at the national, organizational, group, and individual levels. Learners will evaluate the pivotal role of HRM professionals in formulating, implementing, and assessing strategic planning pertinent to employee resourcing, talent management, and development. Unit 711: Performance Management Unit code: M/615/3308 TQT :100 Credit :10 The objective of this unit is to empower learners with the knowledge to grasp the key factors that impact employee performance across all levels within an organisation and how these factors can be effectively managed. Additionally, it aims to equip learners with the understanding to create and execute suitable HR practices and strategies aligned with Performance Management. FINANCE SPECIALISM Unit 712: Business Finance Unit code: R/618/8634 TQT :100 Credit :10 This unit seeks to enhance students' knowledge and comprehension of management accounting techniques tailored for small businesses. It also introduces students to applying management accounting information in effectively managing small companies through planning, organizing, executing, and controlling activities. Unit 713: International Financial Management Unit code: Y/618/8635 TQT :150 Credit :15 This module fosters students' comprehension and expertise in investments beyond national boundaries. It delves into matters that transcend domestic economies, encompassing the handling of foreign currencies and addressing international economic and cultural disparities. As a result, this module provides students with the skills needed to navigate the intricate realm of international finance. Unit 709: Contemporary Human Resource Management Unit code: Y/615/3304 TQT :100 Credit :10 The objective of this unit is to empower learners with the capacity to comprehend and assess the influence of internal and external environmental factors on organizational strategy and people management. Additionally, it aims to enable the learner to analyze various organizational contexts and devise strategies to address these ecological forces while recognizing the role of HR professionals in contributing to this process. MARKETING SPECIALISM Unit 714: Customer Growth Marketing Unit code: D/618/8636 TQT :100 Credit :10 The primary objective of this module is to conduct a critical examination of the tools and methods employed to achieve successful customer growth across various contexts. Through this, students will cultivate an essential grasp of the factors that shape consumer behaviour and assess relevant literature and theories elucidating consumer motivation and customer relationships. Additionally, students will be able to scrutinize an organization's marketing strategy and showcase the implementation of crucial concepts, elements, and tools within the business environment. Unit 715: Advanced Strategic Marketing Unit code: H/618/8637 TQT :150 Credit :15 The Marketing Strategy module builds upon the pre-existing knowledge that students and practitioners have regarding marketing principles. It aims to empower candidates to suggest strategic approaches to emerging market trends. It encourages them to contemplate the repercussions of marketing and its interplay with other facets of the organization. Unit 709: Contemporary Human Resource Management Unit code: Y/615/3304 TQT :100 Credit :10 The objective of this unit is to empower learners with the capacity to comprehend and assess the influence of internal and external environmental factors on organizational strategy and people management. Additionally, it aims to enable the learner to analyze various organizational contexts and devise strategies to address these ecological forces while recognizing the role of HR professionals in contributing to this process. PROJECT MANAGEMENT SPECIALISM Unit 716: Planning, Controlling and Leading a Project Unit code: K/618/8638 TQT :150 Credit :15 This unit is designed to acquaint learners with the practical aspects of initiating and overseeing a project. Additionally, it will familiarize them with the unique challenges of project management in the global business landscape. The unit encourages critical thinking about project management, viewing it as a complex, process-driven cultural system that is continually evolving through the collaborative efforts of high-performing teams. With an increasing number of firms engaging in project development and management activities, acquiring a sound understanding of efficient project management becomes crucial. Learners will delve into the roles and responsibilities of project team members and examine various levels of management skills, placing special emphasis on success factors, monitoring, and control. Unit 717: Procurement Risk and Contract Management Unit code: M/618/8639 TQT :100 Credit :10 The objective of this unit is to empower students with a comprehensive understanding of the fundamental principles of procurement. It emphasizes the significance of recognizing and mitigating risks associated with procurement and contract management. Additionally, learners will cultivate a critical appreciation for the various legislative frameworks that play a crucial role in procurement and explore frameworks for assessing risks within the procurement context. Unit 718: Advanced Project and Logistics Management Unit code: H/618/8640 TQT :100 Credit :10 The goal of this unit is to enable the learner to grasp the concepts of portfolio management and its related characteristics. It will also delve into the significance of having a Project Management Office, exploring the stages of establishing an effective PMO. Additionally, learners will assess the supply chain ecosystem and evaluate IT frameworks suitable for managing the complexities of logistics and the supply chain. Phase 2 - MSc Project Management Top-Up Programme Structure Project Management Systems Project Management Techniques Dissertation (Major Project) Delivery Methods The programme comprises two phases; the first is the Qualifi Level 7 Diploma in Business Strategy, awarded by Qualifi and delivered by the School of Business and Technology London. The School of Business and Technology London offers flexible learning methods, including online and blended learning, allowing students to choose the mode of study that suits their preferences and schedules. The program is self-paced and facilitated through an advanced Learning Management System. Students can easily interact with tutors through the SBTL Support Desk Portal System for course material discussions, guidance, assistance, and assessment feedback on assignments. School of Business and Technology London provides exceptional support and infrastructure for online and blended learning. Students benefit from dedicated tutors who guide and support them throughout their learning journey, ensuring a high level of assistance. The second phase is the MSc Project Management Top-Up, awarded and delivered 100% online by Anglia Ruskin University. At Anglia Ruskin University, you will study through Canvas, a world-class online Learning Management System (LMS), accessed from your phone, pc or tablet at home or on the move. Canvas provides instant access to study materials, forums, and support from tutors and classmates, as well as enabling easy submission of your assignments. After successfully completing your studies, you'll be invited to attend a graduation ceremony on campus at Anglia Ruskin University. If attending the ceremony in person is not possible, we'll arrange to send your certificate to you. School of Business and Technology London partners with Chestnut Education Group to promote this programme. Resources and Support School of Business & Technology London is dedicated to offering excellent support on every step of your learning journey. School of Business & Technology London occupies a centralised tutor support desk portal. Our support team liaises with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receives a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and streamline all the support processes efficiently. Quality learning materials made by industry experts is a significant competitive edge of the School of Business & Technology London. Quality learning materials comprised of structured lecture notes, study guides, practical applications which includes real-world examples, and case studies that will enable you to apply your knowledge. Learning materials are provided in one of the three formats, such as PDF, PowerPoint, or Interactive Text Content on the learning portal. How does the Online Learning work at SBTL? We at SBTL follow a unique approach which differentiates us from other institutions. Indeed, we have taken distance education to a new phase where the support level is incredibly high.Now a days, convenience, flexibility and user-friendliness outweigh demands. Today, the transition from traditional classroom-based learning to online platforms is a significant result of these specifications. In this context, a crucial role played by online learning by leveraging the opportunities for convenience and easier access. It benefits the people who want to enhance their career, life and education in parallel streams. SBTL's simplified online learning facilitates an individual to progress towards the accomplishment of higher career growth without stress and dilemmas. How will you study online? With the School of Business & Technology London, you can study wherever you are. You finish your program with the utmost flexibility. You will be provided with comprehensive tutor support online through SBTL Support Desk portal. How will I get tutor support online? School of Business & Technology London occupies a centralised tutor support desk portal, through which our support team liaise with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receive a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and to streamline all the support process efficiently. Learners should expect to receive a response on queries like guidance and assistance within 1 - 2 working days. However, if the support request is for assessment feedback, learners will receive the reply with feedback as per the time frame outlined in the Assessment Feedback Policy.